DANet

Scene segmentation framework

A deep learning framework designed to segment scenes from images by integrating local features with global dependencies using self-attention mechanisms.

Dual Attention Network for Scene Segmentation (CVPR2019)

GitHub

2k stars
36 watching
483 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
kenshohara/3d-resnets-pytorch PyTorch implementation of 3D ResNets for action recognition in video data 3,900
leoxiaobin/deep-high-resolution-net.pytorch An implementation of a deep learning network for human pose estimation using high-resolution representations 4,327
taki0112/ugatit An unsupervised image-to-image translation model with adaptive normalization and attention mechanisms. 6,165
speedinghzl/ccnet An implementation of a deep learning model for semantic segmentation using a novel attention mechanism to capture long-range dependencies in images. 1,426
dmlc/gluon-cv A toolkit for building and deploying deep learning models in computer vision 5,833
liuzhuang13/densenet A deep learning implementation of a neural network architecture with interconnected layers, designed to improve accuracy on image classification tasks 4,740
sanghyun-son/edsr-pytorch Provides a PyTorch implementation of single image super-resolution 2,443
donnyyou/torchcv A comprehensive PyTorch-based framework for computer vision tasks 2,250
diego999/pygat An implementation of the Graph Attention Network model using PyTorch. 2,914
abdullah-abuolaim/multi-task-defocus-deblurring-dual-pixel-nimat Improves single-image defocus deblurring by learning from dual-pixel images in a multi-task framework 46
zhengpeng7/birefnet An implementation of a deep learning-based image segmentation model for high-resolution images 1,319
leejunhyun/image_segmentation Pytorch implementations of image segmentation networks based on U-Net and its variants 2,746
hujie-frank/senet An implementation of the Squeeze-and-Excitation Networks architecture in Caffe 3,394
layumi/person_reid_baseline_pytorch A PyTorch implementation of an Object Re-ID baseline with various training methods and architectures 4,126
hrnet/hrnet-semantic-segmentation An implementation of a high-resolution neural network architecture for semantic segmentation tasks. 3,156